Class: Aws::SageMaker::Types::DataQualityBaselineConfig

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass DataQualityBaselineConfig data as a hash:

{
  baselining_job_name: "ProcessingJobName",
  constraints_resource: {
    s3_uri: "S3Uri",
  },
  statistics_resource: {
    s3_uri: "S3Uri",
  },
}

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#baselining_job_name ⇒ String

The name of the job that performs baselining for the data quality monitoring job.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10282

class DataQualityBaselineConfig < Struct.new(
  :baselining_job_name,
  :constraints_resource,
  :statistics_resource)
  SENSITIVE = []
  include Aws::Structure
end

#constraints_resource ⇒ Types::MonitoringConstraintsResource

The constraints resource for a monitoring job.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10282

class DataQualityBaselineConfig < Struct.new(
  :baselining_job_name,
  :constraints_resource,
  :statistics_resource)
  SENSITIVE = []
  include Aws::Structure
end

#statistics_resource ⇒ Types::MonitoringStatisticsResource

The statistics resource for a monitoring job.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10282

class DataQualityBaselineConfig < Struct.new(
  :baselining_job_name,
  :constraints_resource,
  :statistics_resource)
  SENSITIVE = []
  include Aws::Structure
end